The antique music box, crafted by her great-grandmother, sat on the mahogany table, its delicate ballerina still poised. Aunt Mildred, a woman whose smile usually rivaled the sun, was now a storm cloud. Her face was tight, her lips a thin, disapproving line.

"It's just dust collecting," Mildred had declared, her voice sharp as broken glass. “We need the money.”

Sarah clenched her fists, the nails digging into her palms. The music box wasn't just dust; it was a link to a woman she'd never met, a whisper of history. The very thought of it being sold for something as mundane as a new kitchen appliance made her stomach twist. She focused on the intricate carving on the box, a frantic attempt to regain control.

“Don’t you understand what this represents?” Sarah finally managed, her voice trembling with barely contained fury.

Emotion: irate

Cluster: Anger / Hostility
PC1 (Valence): -1.67 Negative
PC2 (Disposition): 1.45

Role in Research

This story is one of 1,000 stories generated for the emotion irate. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 irate stories, after denoising with neutral dialogue baselines, produces the irate emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the irate vector is projected through the unembedding matrix.

Promoted:
C0.430
🤬0.350
aggravated0.343
0.340
0.331
Suppressed:
H-0.292
soon-0.289
☺️-0.289
optimistic-0.258
latter-0.253